Anomaly Detection Method for Hydropower Units Based on KSQDC-ADEAD Under Complex Operating Conditions by Tongqiang Yi, Xiaowu Zhao, Yongjie Shi, Xiangnan Jing, Wenyang Lei, Jiang Guo, Yang Meng, Zhengyu Zhang

“…The method first employs the KSQDC algorithm to identify different operating conditions of hydropower units. By combining K-means clustering’s initial partitioning capability with quadratic discriminant analysis’s nonlinear decision boundary construction ability, it achieves the high-precision identification of complex nonlinear condition boundaries. …”
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Wildlife strikes with military rotary‐wing aircraft during flight operations within the United States by Brian E. Washburn, Paul J. Cisar, Travis L. DEvault

“…The objectives of this project were to 1) conduct a comprehensive analysis of data available from all military services regarding wildlife strikes with rotary‐wing aircraft, and 2) provide recommendations to reduce the frequency and negative impacts of these strikes. …”
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Investigating the Effectiveness of Coal-Fired Power Plant Operations: Management, Technical and Air Pollution Aspects by Zamzam T. A. Ramly, Mohd Y. Ishak, Ahmad M. Abdullah, Marzuki Ismail, Samsuri Abdullah, Amalina Abu Mansor

“…Principal Component Analysis (PCA) was used to simplify large data sets. …”
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Pulmonary complications in trauma patients with obstructive sleep apnea undergoing pelvic or lower limb operation by David H Livingston, Michele Fiorentino, Franchesca Hwang, Sri Ram Pentakota, Anne C Mosenthal

“…OSA is a well-described predictor of pulmonary complications after elective operation. Yet, data are lacking on its effect after operations for trauma. …”
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Does stroke volume limit exercise capacity in TGA patients after the arterial switch operation? by Renée S. Joosen, Michiel Voskuil, Wieke G. de Pater, Sebastiaan W.H. van Wijk, Dominika Suchá, Abraham van Wijk, Heleen B.van der Zwaan, Gregor J. Krings, Tim Takken, Johannes M.P.J. Breur

“…Background: Patients with transposition of the great arteries (TGA) experience reduced exercise capacity after the arterial switch operation (ASO), possibly due to limited stroke volume. …”
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Chronic Khat Chewing Induced High-Grade Hemorrhoidal Disease and Post-Operative Bleeding in Yemen by Al-Kubati WR

“…In Yemen, anorectal diseases, including hemorrhoids, are prevalent, and hemorrhoidectomy is frequently performed.Purpose: This study evaluates the relationship between chronic khat chewing and high-grade hemorrhoidal disease, as well as post-operative complications such as bleeding and pain.Patients and Methods: This prospective cross-sectional study included 1,896 patients aged 16– 85 years, meeting the inclusion criteria were included and followed for three months.Patients Were Divided Into Two Groups: Chronic khat chewers (n=1,492) and non-khat chewers (n=404) Data included khat habits, clinical assessments, digital rectal exams, anoproctoscopy, intraoperative findings, and post-operative outcomes.Results: Chronic khat chewing was strongly associated with thrombosed grade IV hemorrhoidal disease. …”
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System analysis and information processing to solve the problem of detecting breakdowns of computer information storage by N. M. Kodatsky, E. A. Revyakina, A. R. Gazizov

“…The study is based on the use of machine learning algorithms to analyze and interpret data obtained from SMART tests. Includes a comprehensive analysis and experimental study. …”
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Large dataset on Fourier transform near infrared (FT-NIR) spectroscopy of green and roasted specialty coffee: Preprocessed infrared spectra and sensory scores for machine learning-... by Andrés F. Bahamón-Monje, Ever M. Morales-Angulo, Gentil A. Collazos-Escobar, Nelson Gutiérrez-Guzmán

“…FT-NIR spectra were acquired using a Spectrum Two N-FT-NIR Spectrometer equipped with a high-resolution Indium Gallium Arsenide (InGaAs) detector, operating in diffuse reflectance mode. Spectral data were collected over a wavelength range of 12,000 to 4,000 cm–1 with a spectral resolution of 8 cm–1, an interval of 4 cm–1, and 64 accumulated scans per sample. …”
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Study of Wind Characteristics and Key Monitoring Points for Traffic Control in Nanjiang Railway by Hongkai YAN, Xinmin PAN, Wenjun YE

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Using a graph to schematize the test results of mining dump trucks by Dianov V.A., Bokarev A.I., Kartashov A.B., Dubinkin D.M., Pashkov D.A.

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Design and Application of On-board Current and Voltage Detecting Device by LI Hua, HUANG Hua-qiang

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Governmental effectiveness in the transition to a circular economy: Dynamic DEA model by Svetlana V. Ratner, Andrey V. Lychev, Vladimir E. Krivonozhko, Svetlana A. Balashova

“…This study applies Data Envelopment Analysis (DEA) model to the problem of assessing the results of government support of transition to a circular economy development in 27 EU countries in 2014–2021. …”
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Integrated Spatio-Temporal Graph Neural Network for Traffic Forecasting by Vandana Singh, Sudip Kumar Sahana, Vandana Bhattacharjee

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An anomaly identifying method for metering of standard electricity meters in an automatic verification assembly line based on correlated time-invariant by XING Yu, QU Zemin, SUN Yanling, DONG Xianguang, ZOU Lu, CHEN Mianzhou

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Issues of application of anti-monopoly legislation provisions to the activities of digital platforms by I. N. Dekhtyar, E. N. Konina

“…The need to amend the antimonopoly legislation of the Russian Federation is substantiated in order to take into account the influence of «big data» and «network effects» on the state of real or potential competition in the markets in which digital platforms operate. …”
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From Tension to Triumph: Design and Implementation of an Innovative Algorithmic Metric for Quantifying Individual Performance in Women Volleyball’s Critical Moments by Carlos López-Serrano, María Zakynthinaki, Daniel Mon-López, Juan José Molina Martín

“…Interactive dashboards were developed, enabling dynamic analysis and data visualization. Statistically significant differences were observed in all variables (<i>p</i> < 0.05), except for reception efficiency (<i>p</i> < 0.05), at both the team and individual player levels. …”
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Surrogate modeling of passive microwave circuits using recurrent neural networks and domain confinement by Kaustab C. Sahu, Slawomir Koziel, Anna Pietrenko-Dabrowska

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Molecular and immune landscape of melanoma: a risk stratification model for precision oncology by Miao Sun, Junliang Wu

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Influence of Social Circumstances and Health-care Support on Intention-to-quit Tobacco among Population Aged 15–49 Years in India: An Analysis of National Family Health Survey-5 Da... by Sinjita Dutta, Ankita Mishra, Vineeta Shukla, Angad Singh, Mausumi Basu, Sonu Goel

“…The Statistical Package for the Social Sciences was used for data analysis. Weighted proportion of tobacco users and ITQ tobacco was calculated. …”
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Water-rights enforcement in Abshar Irrigation District, Central Iran: Leveraging water accounting for improved standard operating procedures by Amir Reza Khakpour, S. Mehdy Hashemy Shahdany, Jaber Soltani

“…New Hydrological Insights for the Region: Hydrological assessments, including surface and groundwater resource allocation and hydraulic analysis, were conducted. Surface water distribution was simulated for a one-year operation under various drought-induced scenarios, and groundwater extraction was quantified for individual farmer cooperatives. …”
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